GraphTar: applying word2vec and graph neural networks to miRNA target prediction

BMC Bioinformatics

Table 4 DeepMirTar dataset results

Model name	Balanced ACC	Precision	Recall
DeepMirTar	0.815 (0.811–0.819)	0.817 (0.812–0.821)	0.815 (0.811–0.819)
miRAW	0.902 (0.898–0.907)	0.902 (0.897–0.908)	0.902 (0.898–0.907)
miTAR	0.927 (0.923–0.932)	0.928 (0.924–0.932)	0.927 (0.923–0.932)
GraphTarGCN	0.904 (0.899–0.909)	0.905 (0.899–0.91)	0.905 (0.899–0.91)
GraphTarGAT	0.922 (0.917–0.927)	0.923 (0.917–0.928)	0.922 (0.917–0.927)
GraphTarSAGE	0.915 (0.909–0.922)	0.916 (0.909–0.923)	0.915 (0.909–0.922)

ISSN: 1471-2105